• Industrial Engineering and Management Systems
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• v.14 no.1
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• pp.73-87
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• 2015

The development of a practical technology intelligence system requires a knowledge base that structures the core information and its relationship distilled from large volumes of technical data. Previous studies have mainly focused on the methodological approaches for technology opportunities, while little attention has been paid to constructing a practical knowledge base. Therefore, this study proposes a procedure to construct a function-based knowledge base for technology intelligence. We define the product-function-technology relationship and subsequently present the detailed steps for the knowledge base construction. The knowledge base, which is constructed analyzing 1110582 patents between 2009 and 2013 from the United States Patent and Trademark Office database, contains the functional knowledge of products and technologies and the relationship between products and technologies. This study is the first attempt to develop a large-scale knowledge base using the concept of function and has the ability to serve as a basis not only for furthering technology opportunity analysis methods but also for developing practical technology intelligence systems.

• Proceedings of the Korean Vacuum Society Conference
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• 2013.02a
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• pp.306-306
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• 2013

본 연구에서는 저가격, 대면적화를 위한 롤투롤 스퍼터를 이용하여, Index matching (히가시 야마 $125{\mu}m$)의 PET 기판 위에 ITO 박막을 성막 시킨 정전용량 방식의 터치 패널용 투명 전극에 대하여 전기적, 광학적, 구조적, 표면적 특성을 분석하였다. ITO 타겟은 미쓰이사(일본의) 주석 함량 5 wt%을 사용하였으며, 롤투롤 스퍼터는 degassing챔버와 스퍼터 챔버가 한 시스템에 구성되었고, Degassing 챔버는 좌우측의 Rewinder/Unwinder 롤러에 의해 감고 풀어지는 PET 기판의 수분 및 가스를 중앙부에 위치한 히터를 통해 제거하며, 수분 제거 후 스퍼터 챔버로 옮겨진 1,250 mm폭의 PET기판을 Unwinder/Rewinder 롤러에 장착하며, Unwinder 롤러로부터 풀려진 PET 기판은 guide 롤러를 거쳐 cooling drum과의 물리적 접촉에 의해 PET 기판의 냉각이 일어나게 된다. ITO 캐소드 전에 장착된 할로겐 히터 상부로 기판이 지나가면서 열처리가 진행되고 열처리 후 두 개의 ITO 캐소드 상부를 지나면서 연속적으로 ITO 박막이 PET 기판에 성막 되게 된다. ITO 박막의 주요 성막 변수인 DC Power, Ar/$O_2$ 가스 유량비, 기판의 속도는 최적으로 고정하고, 성막된 ITO박막의 필름을 각각 고온 챔버에서 $150^{\circ}C$도에서 10 min에서 60 min 동안 각각 열처리를 통한 내열성 테스트를 진행하여 ITO 필름의 특성 향상을 비교 분석하였다. 분석을 위해 전기적 특성은 four-point probe로 측정했고, 투과도는 Nippon Denshoku사(社)의 COH-300A를 이용해 가시광(550 nm)에서 분석했고, FE-SEM으로 ITO박막의 표면 상태를 분석하였다. 또한 Rolling Tester (Z-300)를 이용하여 기계적 안정성을 분석하였다.

• Proceedings of the Korea Contents Association Conference
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• 2011.05a
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• pp.329-330
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• 2011

나노기술은 특정의 기술 영역에 속하는 것이 아닌, 나노크기 수준의 물질(소재)이나 부품 또는 소자, 시스템(기계) 등 거의 모든 기술 영역과 관련되어 있는, 응용의 성격이 강한 기술이다. 나노기술 개발 수준은 국가 간, 혹은 기업 간의 경쟁력을 결정할 중요한 요인 중 하나로 자리잡을 것이며, 나노기술의 현황과 발전 양상의 분석은 기술 기반 산업의 미래를 위해서도 꼭 필요한 연구의 주제일 것이다. 본 연구에서는 논문의 서지정보를 통해 최근 국내에서 연구되고 있는 나노기술 중 나노소재 분야의 융합도를 측정하고, 그 결과에 대한 시사점을 제시하고자 한다. 나노소재기술과의 융합은 주로 다학제과학과 화학, 물리학 등 응용분야가 넓고 여러 학문을 포괄적으로 수용할 수 있는 학문에서 많이 발생하였고, 그 외 전기전자, 엔지니어링 분야와의 융합 역시 발견할 수 있었다. 내부중심성과 융합도와의 연관성에 대한 연구가 더욱 활발히 이루어져 그 설명력을 높일 수 있다면, 현실적합성을 획득하여 과학정책과 기술발전에 방향성을 제시하는 하나의 모형이 될 수 있으리라 기대한다.

• Journal of Korea Technology Innovation Society
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• v.14 no.spc
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• pp.1209-1231
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• 2011

This study attempts to develop an analysis method on future skills needs for emerging new knowledge on the basis of technology outlook and patent analysis. It will extract knowledge base of patent classification for secondary battery, and will demonstrate that the density and centrality of knowledge base can be changed according to the paradigm shift of battery industry. Furthermore, on the basis of that, it will execute diagnosis on current related curriculum and present necessary improvement items of curriculum. This study tries not only to raise the utilizing level of patent analysis by demonstrating how patent analysis is used in future skills needs analysis, but also to advance the analysis method for future skills needs.

• Journal of Families and Better Life
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• v.17 no.3
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• pp.63-82
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• 1999

This study has a purpose to provide with the basis reference to decrease the housewives' stress and to improve the quality of family life by investigating the difference in the level of the stress resulted from home management according to background variables family cohesion and adaptability and by finding out relative importance of the variables which affect the stress of housewives resulted from home management. For all above the 550 self-reported questionnaires were distributed to housewives who have at least one child with their spouse in seoul. Finally 433 data were used for the final analysis. The major findings of this study are summarized as follows: First Family cohesion and adaptability show a significant difference by the housewives' education level the number of children communication satisfaction. Second housewives' stress is different significantly in accordance with the state of employment and communication satisfaction. Third it showed the lower the family coh sion and adaptability are the higher the housewives' stress is. And more influential variable of the two on home management stress is family cohesion. Fourth The background variables that influence in home management stress were education level perceived life level and age. Last As a result of looking into relative influence of the variables on the housewives' stress both psychological variable(perceived life level) and family cohesion were important variables in explaining housewives' home management stress.

• Proceedings of the Korean Vacuum Society Conference
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• 2013.08a
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• pp.128.2-128.2
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• 2013

Crucially, effective catalysts must be capable of efficiently catalyzing the protonation of adsorbed CO to adsorbed CHO or COH. One of the strategies is alloying with metals with higher oxygen affinity and Au-Zn alloy is one of the best candidates. At first, we made Au-Zn alloy using vacuum evaporating method. Zn was deposited on the Au(211) surface and the amount was estimated by X-ray photoelectron spectroscopy (XPS) using the relative sensitivity of Au 4f and Zn 3d. We investigated CO adsorption on a clean Au(211) and Au-Zn alloy using temperature-programmed desorption (TPD) and XPS. From the TPD results, we can conclude that the presence of the particular step sites at the Au(211) surface imparts stronger CO bonding and Zn atoms are sitting on the step sites at the Au(211) when Zn is deposited. The XPS results show the oxygen atoms of CO bond Zn atoms on Au-Zn surface. It should be an evidence that alloying Zn atoms that has high oxygen affinity into an electrocatalyst may allow CHO* to bind to the surface through both the carbon and oxygen atoms.

• Journal of radiological science and technology
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• v.45 no.6
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• pp.543-552
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• 2022

This study compared and analyzed with the United States(USA) to evaluated the level of readability of radiotherapy information (English text) provide to foreign patients with cancer by medical institutions in South Korea (KOR). A total of 20 the KOR and USA medical hospitals in 10 each provide information for radiation therapy technology were selected. The readability was comparatively analyzed a total of three aspects (lexical, syntactic, cohesion and readability) by using a Coh-Metrix on-line web program. In readability respect, the mean of the Flesch Reading Ease (FRE) was lower in the KOR (8.3) than in the USA (23.2), Flesch-Kincaid grade level (FKGL) was higher in the KOR than in the USA (14.2) indicating that KOR was less readable than the US (p<.05). In both KOR and USA, the reading level (literacy) of the English text for the radiation therapy was found to be higher than high school (FRE level 50 or lower). Therefore, text information in English for the radiation therapy to foreign patients with cancer should be lowered to elementary school level and read to improve the quality of medical services.

• Journal of Information Science Theory and Practice
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• v.10 no.spc
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• pp.86-95
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• 2022

Online recruitment websites discuss job demands in various fields, and job postings contain detailed job specifications. Analyzing this text can elucidate the features that determine job salaries. Text embedding models can learn the contextual information in a text, and explainable artificial intelligence frameworks can be used to examine in detail how text features contribute to the models' outputs. We collected 733,625 job postings using the WORKNET API and classified them into low, mid, and high-range salary groups. A text embedding model that predicts job salaries based on the text in job postings was trained with the collected data. Then, we applied the SHapley Additive exPlanations (SHAP) framework to the trained model and discovered the significant words that determine each salary class. Several limitations and remaining words are also discussed.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• v.40 no.2
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• pp.61-67
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• 2014

Objectives: The present study was conducted to determine the reproducibility of peri-implant tissue assessment using the new implant success index (ISI) in comparison with the Misch classification. Materials and Methods: In this descriptive study, 22 cases of peri-implant soft tissue with different conditions were selected, and color slides were prepared from them. The slides were shown to periodontists, maxillofacial surgeons, prosthodontists and general dentists, and these professionals were asked to score the images according to the Misch classification and ISI. The intra- and inter-observer reproducibility scores of the viewers were assessed and reported using kappa and weighted kappa (WK) tests. Results: Inter-observer reproducibility of the ISI technique between the prosthodontists-periodontists (WK=0.85), prosthodontists-maxillofacial surgeons (WK=0.86) and periodontists-maxillofacial surgeons (WK=0.9) was better than that between general dentists and other specialists. In the two groups of general dentists and maxillofacial surgeons, ISI was more reproducible than the Misch classification system (WK=0.99 versus WK non-calculable, WK=1 and WK=0.86). The intra-observer reproducibility of both methods was equally excellent among periodontists (WK=1). For prosthodontists, the WK was not calculable via any of the methods. Conclusion: The intra-observer reproducibility of both the ISI and Misch classification techniques depends on the specialty and expertise of the clinician. Although ISI has more classes, it also has higher reproducibility than simpler classifications due to its ability to provide more detail.

• The Journal of the Korea Contents Association
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• v.20 no.5
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• pp.344-350
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• 2020

The purpose of this study was to investigate the cohesion-related text factors that affected the correct answer rate of the English reading section in the Korean CSAT. To this end, reading passages of the 2014-2018 CSAT and CSAT mock test were collected and analyzed in terms of cohesion. And then, correlation analysis was implemented between the results regarding cohesion and item difficulty. The conclusions were as follows. First, the correct answer rate tended to increase as the linguistic burden of learners was reduced, when specific arguments between sentences were repeated. Second, there was no statistically significant correlation between the 8 sub-area of latent semantic analysis and the correct answer rate. Finally, the pedagogical implications of this study and suggestions for further study were discussed.